conftrace_

wasserstein barycenter

46 papers

Explore in graph

Also known as

WB

Co-occurring keywords

optimal transport (948) wasserstein distance (417) probability distribution (265) probability measure (59) computational complexity (399) convex optimization (1321) demographic parity (75) iterative bregman projection (3) entropy regularization (132) entropic regularization (53)

Papers

FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning AAAI 2025
Approximate Algorithms for k-Sparse Wasserstein Barycenter with Outliers IJCAI 2024
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters NIPS 2023
Fair learning with Wasserstein barycenters for non-decomposable performance measures AISTATS 2023
Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks ICML 2023
Fair and Optimal Classification via Post-Processing ICML 2023
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023
Computational Guarantees for Doubly Entropic Wasserstein Barycenters NIPS 2023
Convolution Monge Mapping Normalization for learning on sleep data NIPS 2023
Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022
Wasserstein Iterative Networks for Barycenter Estimation NIPS 2022
Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022
On the complexity of the optimal transport problem with graph-structured cost AISTATS 2022
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation NIPS 2022
Weakly-supervised Text Classification with Wasserstein Barycenters Regularization IJCAI 2022
Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks ICML 2021
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021
On efficient multilevel Clustering via Wasserstein distances JMLR 2021
Low-Rank Sinkhorn Factorization ICML 2021
Wasserstein Barycenter for Multi-Source Domain Adaptation CVPR 2021
Wasserstein barycenters can be computed in polynomial time in fixed dimension JMLR 2021
POT: Python Optimal Transport JMLR 2021
Projection Robust Wasserstein Barycenters ICML 2021
A novel notion of barycenter for probability distributions based on optimal weak mass transport NIPS 2021
Dimensionality Reduction for Wasserstein Barycenter NIPS 2021